首页 | 本学科首页   官方微博 | 高级检索  
     


DL-assisted programmable multilayer network application awareness system for IP-over-EON
Authors:Zuqing ZHU  Jiawei KONG  Bin NIU  Shaofei TANG  Hongqiang FANG  Siqi LIU
Affiliation:School of Information Science and Technology,University of Science and Technology of China,Hefei 230027,China
Abstract:In order to realize real-time and fine-granularity network monitoring and adjustment,and satisfy the specific QoS demands of various applications,a deep learning (DL) assisted programmable multilayer network application performance awareness system for IP-over-EON was proposed.The distributed network monitoring based on network application performance awareness was combined with centralized network management.The multilayer and fine-grained network monitoring was implemented by distributed network monitoring,and the data analysis through DL was performed.Experimental results indicate that by combining distributed and centralized processing seamlessly,the proposed network monitoring system can not only realize timely and automatic network control and management but also provide superior scalability.
Keywords:deep learning  elastic optical network  multi-layer in-band network telemetry  
点击此处可从《通信学报》浏览原始摘要信息
点击此处可从《通信学报》下载全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号